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Sergey Samsonov
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Sergey Samsonov16 visible / 16 total nodes / 59 links

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Related contextCo-authorshipCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipSergey SamsonovASergey SamsonovResearcherGaussian Approximation and Multiplier Bootstrap for Federated Linear Stochastic ApproximationWGaussian Approximation ...preprint / 2026On Gaussian approximation for entropy-regularized Q-learning with function approximationWOn Gaussian approximati...preprint / 2026Eric MoulinesAEric MoulinesResearcherIlya LevinAIlya LevinResearcherMaksim ShuklinAMaksim ShuklinResearcherPaul MangoldAPaul MangoldResearcherArtemy RubtsovAArtemy RubtsovResearcherRahul SinghARahul SinghResearcherAlexey NaumovAAlexey NaumovResearcherMachine LearningTMachine Learning49008 worksmath.OCTmath.OC9232 worksBR-SNIS: Bias Reduced Self-Normalized Importance SamplingWBR-SNIS: Bias Reduced S...preprint / 2022Matrix-Free Two-to-Infinity and One-to-Two Norms EstimationWMatrix-Free Two-to-Infi...preprint / 2026On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD LearningWOn the Stability of Ran...preprint / 2021From Dirichlet to Rubin: Optimistic Exploration in RL without BonusesWFrom Dirichlet to Rubin...preprint / 2022
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Sergey Samsonov

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PaperGaussian Approximation and Multiplier Bootstrap for Federated Linear Stochastic ApproximationAuthorship / preprint / 2026PaperOn Gaussian approximation for entropy-regularized Q-learning with function approximationAuthorship / preprint / 2026PersonEric MoulinesCo-authorship / ResearcherPersonIlya LevinCo-authorship / ResearcherPersonMaksim ShuklinCo-authorship / ResearcherPersonPaul MangoldCo-authorship / ResearcherPersonArtemy RubtsovCo-authorship / ResearcherPersonRahul SinghCo-authorship / Researcher

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